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Organizational Analytics (OA) Data Scientist (NLP / LLM / GEN AI) - Management Consultant (Talent &[...]

Accenture Southeast AsiaKuala Lumpur, Kuala Lumpur, Malaysia

2 hari lalu

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Organizational Analytics (OA) Data Scientist (NLP / LLM / GEN AI) - Management Consultant (Talent & Organization)

Join to apply for the Organizational Analytics (OA) Data Scientist (NLP / LLM / GEN AI) - Management Consultant (Talent & Organization) role at Accenture Southeast Asia

Organizational Analytics (OA) Data Scientist (NLP / LLM / GEN AI) - Management Consultant (Talent & Organization)

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Join to apply for the Organizational Analytics (OA) Data Scientist (NLP / LLM / GEN AI) - Management Consultant (Talent & Organization) role at Accenture Southeast Asia

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Job Responsibilities :

Although no two days at Accenture are the same, as an

Fetching information from various sources and analyzing it to better understand people behaviors
Use of Natural Language Processing (NLP) Algorithm- Static and Dynamic Word Embeddings, Transfer Learning using Deep Learning Framework
Working knowledge on development, deployment and prototyping Gen AI / LLM solutions to improve the product landscape
Working with cloud platforms and services for GenAI development, such as Azure for using OpenAI models.
Train NLP Models for prescribed requirements : Supervised and Unsupervised topic modeling
Selecting features, building and optimizing classifiers using machine learning techniques
Processing, cleansing, and verifying the integrity of data used for analysis
Doing ad-hoc analysis and presenting results in a clear manner
Doing custom analytics to deliver insights to clients
Contribute to authoring of Thought leadership and research papers
Contribute to innovation and new product development in the people and organization analytics space

Job Responsibilities :

Although no two days at Accenture are the same, as an Organizational Analytics (OA) Scientist (NLP) in our Talent & Organization (T&O) practice, a typical day might include :

Fetching information from various sources and analyzing it to better understand people behaviors

Use of Natural Language Processing (NLP) Algorithm- Static and Dynamic Word Embeddings, Transfer Learning using Deep Learning Framework

Working knowledge on development, deployment and prototyping Gen AI / LLM solutions to improve the product landscape

Working with cloud platforms and services for GenAI development, such as Azure for using OpenAI models.

Train NLP Models for prescribed requirements : Supervised and Unsupervised topic modeling

Web Scraping for data mining using state-of-the-art methods

Run numeric simulations leveraging different statistic techniques

Selecting features, building and optimizing classifiers using machine learning techniques

Processing, cleansing, and verifying the integrity of data used for analysis

Doing ad-hoc analysis and presenting results in a clear manner

Doing custom analytics to deliver insights to clients

Contribute to authoring of Thought leadership and research papers

Contribute to innovation and new product development in the people and organization analytics space

Key Qualifications :

Bachelor / Master’s degree in Statistics, Mathematics, Computer Science, Engineer, or Social Sciences

3 to 5 years of experience in Natural Language Processing (NLP), Machine Learning and research

1 year GenAI model / application development experience using methodologies like Retrieval Augmented Generation(RAG), Few shot learning etc.

LLM Engineering skills for enabling teams to quickly and efficiently deploy GenAI applications within cloud environment like Azure, AWS etc.

Data fluency and working knowledge of statistical methodologies

Data interpretation with working knowledge of analytic models and digital tools (coding experience desirable)

Fluency in English

Ability to perform in a non-structured and dynamic environment

Desirable : Code (e.g., Python, R ) developer experience, including writing and testing code, debugging programs and deploying the models or integrating applications with third-party web services

Seniority level

Mid-Senior level

Employment type

Full-time

Job function

Strategy / Planning and Consulting

Industries

Business Consulting and Services

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Data Scientist • Kuala Lumpur, Kuala Lumpur, Malaysia